Perception of the Medical Students on Their Future Career in Qazvin University of Medical Sciences
Bibliographic record
Abstract
INTRODUCTION: Young physicians have many recruitment barriers in Iran. Therefore, for planning purpose, assessment of the attitudes of medical intern students towards their future career is important. METHODS: This cross-sectional study assessed the view points of 300 medical students through a self administered questionnaire. Data were analyzed using SPSS software with P value < 0.05. RESULTS: Two hundred and forty students (80%) of the students had responded to the questionnaire. Among them, 67.5% were female with mean age of 21.7±2.4. The main factors for deciding to study in medicine were their interest (64.1%), family pressure (13.5%) and social prestige of medical career (9.8%). The mean score of attitudes was 2.3±0.6. In total, 24.5% of students demonstrated not having interest in studying medicine. The most important cause of their interest change was long duration of education (24.4%) and cost of studying in medicine (13.8%). In total, 88.6% of students had negative viewpoint towards their medical career in future. CONCLUSION: In general, the attitude of medical students toward their future career was negative.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.012 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".